{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch\n",
    "import yaml\n",
    "import os\n",
    "import sys\n",
    "sys.path.append('/home/yang_liu/python_workspace/3DGS')\n",
    "\n",
    "import torchvision\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import torchvision.transforms.functional as tf\n",
    "from PIL import Image\n",
    "from tqdm import tqdm\n",
    "from os import makedirs\n",
    "from scene import Scene\n",
    "from gaussian_renderer import render\n",
    "from utils.general_utils import safe_state\n",
    "from argparse import ArgumentParser\n",
    "from arguments import ModelParams, PipelineParams\n",
    "from gaussian_renderer import GaussianModel\n",
    "from arguments import ModelParams, PipelineParams, OptimizationParams, GroupParams\n",
    "from utils.loss_utils import l1_loss, ssim"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def parse_cfg(cfg):\n",
    "    lp = GroupParams()\n",
    "    op = GroupParams()\n",
    "    pp = GroupParams()\n",
    "\n",
    "    for arg in cfg['model_params'].items():\n",
    "        setattr(lp, arg[0], arg[1])\n",
    "    \n",
    "    for arg in cfg['optim_params'].items():\n",
    "        setattr(op, arg[0], arg[1]) \n",
    "\n",
    "    for arg in cfg['pipeline_params'].items():\n",
    "        setattr(pp, arg[0], arg[1])\n",
    "    \n",
    "    return lp, op, pp\n",
    "\n",
    "def readImages(renders_dir, gt_dir):\n",
    "    renders = []\n",
    "    gts = []\n",
    "    image_names = []\n",
    "    for fname in os.listdir(renders_dir):\n",
    "        render = Image.open(renders_dir / fname)\n",
    "        gt = Image.open(gt_dir / fname)\n",
    "        renders.append(tf.to_tensor(render).unsqueeze(0)[:, :3, :, :].cuda())\n",
    "        gts.append(tf.to_tensor(gt).unsqueeze(0)[:, :3, :, :].cuda())\n",
    "        image_names.append(fname)\n",
    "    return renders, gts, image_names\n",
    "\n",
    "def contract_to_unisphere(\n",
    "        x: torch.Tensor,\n",
    "        aabb: torch.Tensor,\n",
    "        ord: float = 2,\n",
    "        eps: float = 1e-6,\n",
    "        derivative: bool = False,\n",
    "    ):\n",
    "        aabb_min, aabb_max = torch.split(aabb, 3, dim=-1)\n",
    "        x = (x - aabb_min) / (aabb_max - aabb_min)\n",
    "        x = x * 2 - 1  # aabb is at [-1, 1]\n",
    "        mag = torch.linalg.norm(x, ord=ord, dim=-1, keepdim=True)\n",
    "        mask = mag.squeeze(-1) > 1\n",
    "\n",
    "        if derivative:\n",
    "            dev = (2 * mag - 1) / mag**2 + 2 * x**2 * (\n",
    "                1 / mag**3 - (2 * mag - 1) / mag**4\n",
    "            )\n",
    "            dev[~mask] = 1.0\n",
    "            dev = torch.clamp(dev, min=eps)\n",
    "            return dev\n",
    "        else:\n",
    "            x[mask] = (2 - 1 / mag[mask]) * (x[mask] / mag[mask])\n",
    "            x = x / 4 + 0.5  # [-inf, inf] is at [0, 1]\n",
    "            return x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "config = '../config/block_mc_aerial_block_all_lr_c25_loss_8_num_10w_lr2.yaml'\n",
    "out_dir = '../output/block_mc_aerial_block_all_lr_c25_loss_8_num_10w_lr2'\n",
    "iteration = 30_000\n",
    "\n",
    "with open(config) as f:\n",
    "    cfg = yaml.load(f, Loader=yaml.FullLoader)\n",
    "    lp, op, pp = parse_cfg(cfg)\n",
    "    setattr(lp, 'config_path', config)\n",
    "\n",
    "config_name = os.path.splitext(os.path.basename(config))[0]\n",
    "lp.source_path = os.path.join(\"../\", lp.source_path)\n",
    "lp.model_path = os.path.join(\"../output/\", config_name)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1. Merge Gaussian Cells"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "merged_gaussians = GaussianModel(lp.sh_degree)\n",
    "num_blocks = lp.block_dim[0] * lp.block_dim[1] * lp.block_dim[2]\n",
    "with torch.no_grad():\n",
    "    for idx in range(num_blocks):\n",
    "        gaussians = GaussianModel(lp.sh_degree)\n",
    "        try:\n",
    "            gaussians.load_ply(os.path.join(out_dir, f\"cells/cell{idx}\", \"point_cloud_blocks\", \"scale_1.0\",\n",
    "                                            \"iteration_\" + str(iteration),\n",
    "                                            \"point_cloud.ply\"))\n",
    "        except:\n",
    "            gaussians.load_ply(os.path.join(out_dir, f\"cells/cell{idx}\", \"point_cloud_blocks\", \"scale_1.0\",\n",
    "                                            \"iteration_\" + str(1),\n",
    "                                            \"point_cloud.ply\"))\n",
    "        \n",
    "        # plt.figure()\n",
    "        # plt.style.use('seaborn-white')\n",
    "        # plt.scatter(gaussians.get_xyz[::100, 0].detach().cpu(), gaussians.get_xyz[::100, 1].detach().cpu(), s=0.5, c='r', label=f'cell-{idx}')\n",
    "        # plt.legend()\n",
    "        # plt.grid(True)\n",
    "        # plt.show()\n",
    "        \n",
    "        if len(merged_gaussians._xyz) == 0:\n",
    "            merged_gaussians._xyz = gaussians.get_xyz\n",
    "            merged_gaussians._features_dc = gaussians._features_dc\n",
    "            merged_gaussians._features_rest = gaussians._features_rest\n",
    "            merged_gaussians._scaling = gaussians._scaling\n",
    "            merged_gaussians._rotation = gaussians._rotation\n",
    "            merged_gaussians._opacity = gaussians._opacity\n",
    "            merged_gaussians.max_radii2D = gaussians.max_radii2D\n",
    "        else:\n",
    "            merged_gaussians._xyz = torch.cat([merged_gaussians._xyz, gaussians.get_xyz], dim=0)\n",
    "            merged_gaussians._features_dc = torch.cat([merged_gaussians._features_dc, gaussians._features_dc], dim=0)\n",
    "            merged_gaussians._features_rest = torch.cat([merged_gaussians._features_rest, gaussians._features_rest], dim=0)\n",
    "            merged_gaussians._scaling = torch.cat([merged_gaussians._scaling, gaussians._scaling], dim=0)\n",
    "            merged_gaussians._rotation = torch.cat([merged_gaussians._rotation, gaussians._rotation], dim=0)\n",
    "            merged_gaussians._opacity = torch.cat([merged_gaussians._opacity, gaussians._opacity], dim=0)\n",
    "            merged_gaussians.max_radii2D = torch.cat([merged_gaussians.max_radii2D, gaussians.max_radii2D], dim=0)\n",
    "        \n",
    "        print(f\"Merged {len(gaussians.get_xyz)} points from block {idx}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "plt.style.use('seaborn-white')\n",
    "plt.scatter(merged_gaussians.get_xyz[::1000, 0].detach().cpu(), merged_gaussians.get_xyz[::1000, 1].detach().cpu(), s=0.5, c='r', label='block_all')\n",
    "plt.axis('equal')\n",
    "plt.xlim(-12, 11)\n",
    "plt.xlabel('x/100m')\n",
    "plt.ylabel('y/100m')\n",
    "plt.ylim(-8, 7)\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Saving merged 25399883 point cloud to ../output/block_mc_aerial_block_all_lr_c25_loss_8_num_10w_lr2/point_cloud/iteration_30000/point_cloud.ply\n",
      "Done\n"
     ]
    }
   ],
   "source": [
    "save_path = os.path.join(out_dir, \"point_cloud\", \"iteration_\" + str(iteration), \"point_cloud.ply\")\n",
    "print(f\"Saving merged {len(merged_gaussians.get_xyz)} point cloud to {save_path}\")\n",
    "merged_gaussians.save_ply(save_path)\n",
    "print('Done')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. Load GS and find bad case"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "gaussians = GaussianModel(lp.sh_degree)\n",
    "gaussians.load_ply(os.path.join(out_dir, \"point_cloud\",\n",
    "                                \"iteration_\" + str(30000),\n",
    "                                \"point_cloud.ply\"))\n",
    "print(f\"Loaded {len(gaussians.get_xyz)} points from point cloud\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 246,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Metric evaluation progress: 100%|██████████| 247/247 [00:01<00:00, 231.45it/s]\n"
     ]
    }
   ],
   "source": [
    "from utils.loss_utils import ssim\n",
    "from lpipsPyTorch import lpips\n",
    "from utils.image_utils import psnr\n",
    "from pathlib import Path\n",
    "\n",
    "ssims = []\n",
    "psnrs = []\n",
    "# lpipss = []\n",
    "method_dir = Path(\"../output/org_mc_aerial_block9/block_9_test/ours_30000\")\n",
    "gt_dir = method_dir / \"gt\"\n",
    "renders_dir = method_dir / \"renders\"\n",
    "renders, gts, image_names = readImages(renders_dir, gt_dir)\n",
    "for idx in tqdm(range(len(renders)), desc=\"Metric evaluation progress\"):\n",
    "    ssims.append(ssim(renders[idx], gts[idx]))\n",
    "    psnrs.append(psnr(renders[idx], gts[idx]))\n",
    "    # lpipss.append(lpips(renders[idx], gts[idx], net_type='vgg'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 247,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plot distribution of each metric\n",
    "plt.figure(figsize=(15, 5))\n",
    "\n",
    "plt.subplot(1, 2, 1)\n",
    "ssims_list = [x.cpu().numpy().squeeze() for x in ssims]\n",
    "ssim_mean = np.mean(ssims_list)\n",
    "plt.plot(ssims_list)\n",
    "plt.axhline(y=ssim_mean, color='r', linestyle='-')\n",
    "plt.title(\"SSIM\")\n",
    "\n",
    "plt.subplot(1, 2, 2)\n",
    "psnrs_list = [x.cpu().numpy().squeeze() for x in psnrs]\n",
    "psnr_mean = np.mean(psnrs_list)\n",
    "plt.plot(psnrs_list)\n",
    "plt.axhline(y=psnr_mean, color='r', linestyle='-')\n",
    "plt.title(\"PSNR\")\n",
    "\n",
    "# plt.subplot(1, 3, 3)\n",
    "# lpipss_list = [x.cpu().numpy().squeeze() for x in lpipss]\n",
    "# lpipss_mean = np.mean(lpipss_list)\n",
    "# plt.plot(lpipss_list)\n",
    "# plt.axhline(y=lpipss_mean, color='r', linestyle='-')\n",
    "# plt.title(\"LPIPS\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 243,
   "metadata": {},
   "outputs": [],
   "source": [
    "target_idx = 0\n",
    "metric = \"PSNR\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 338,
   "metadata": {},
   "outputs": [],
   "source": [
    "current_idx = 0\n",
    "for idx in range(len(renders)):\n",
    "    if metric == \"SSIM\":\n",
    "        metric_value = ssims_list[idx]\n",
    "        thershold = 0.75\n",
    "    elif metric == \"PSNR\":\n",
    "        metric_value = psnrs_list[idx]\n",
    "        thershold = 24\n",
    "    # elif metric == \"LPIPSS\":\n",
    "    #     metric_value = -lpipss_list[idx]\n",
    "    #     thershold = -0.35\n",
    "    \n",
    "    if metric_value < thershold:  # 0.75 for ssim, 25 for psnr\n",
    "        if target_idx == current_idx:\n",
    "            plt.figure(figsize=(16, 8))\n",
    "            plt.subplot(1, 2, 1)\n",
    "            plt.imshow(renders[idx].squeeze().cpu().numpy().transpose(1, 2, 0))\n",
    "            plt.title(f\"Render-{idx}-{metric}-{metric_value}\")\n",
    "            plt.axis(\"off\")\n",
    "            plt.subplot(1, 2, 2)\n",
    "            plt.imshow(gts[idx].squeeze().cpu().numpy().transpose(1, 2, 0))\n",
    "            plt.title(f\"GT-{idx}-{metric}-{metric_value}\")\n",
    "            plt.axis(\"off\")\n",
    "            plt.show()\n",
    "            break\n",
    "        else:\n",
    "            current_idx += 1\n",
    "target_idx += 1"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "gaussian_splatting",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
